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Shape with dimension based on zooming level

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This question was inspired by a section in the 3blue1brown video on fractal dimension, where it is described how the box-counting dimension can change based on zoom level.

I have no idea which topic this question comes under. Feel free to retag with appropriate tags.


I was thinking about a shape where the local/apparent dimension changes with how much we zoom into the structure.

Imagine a helix embedded in $3$D space. It appears $1$D at a large scale, but when we zoom into, we find that the “wireframe” of the helix is actually a tube-like surface, thus making it appear a $2$D shape. Now, when we zoom in ever further on the tubing, we find that the tube is actually a helix with very closely-spaced coils, and sufficient zooming makes it appear $1$D again.

enter image description here

Have such shapes, where the apparent dimension changes based on the zoom level, been studied in previous mathematical literature? Is there any particular “keyword” to refer to such shapes?


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